This file explains how to reproduce the statistical results reported in tables 2-5 and figures 1-2 in the body of the manuscript. A separate README file is available for the results in the supplementary information and is located in that folder. 

***Reproducing results in main text***

1) The folder, "Table 2," contains the raw data (Excel) and do.file (Stata) to reproduce the findings in table 2 in the paper. The findings are clearly denoted in this do.file. We used Stata 15 for these analyses. The log file, "StataResults.pdf," contains all results produced via Stata. 

2) The folder, "Table 3," contains the raw data and batch file to reproduce the results in table 3. These results were produced via
Mplus, version 8. An output file is also provided there, displaying the results. 

To produce the results in table 3, use the dataset, "allpocs.dat." The relevant batch file is, "Table 3-Configural Equivalence Model." 

3) Under table 4, the data file, "AllPoC.dat," contains the necessary values to conduct the additional invariance tests reported in Table 4. Please note that the batch file, "Table 4-Metric & Scalar Invariance," requires the dataset, "allpocs.dat," which is found under folder, "Table 3."

4) For the values reported in table 5, please refer to the regression results in table 2. These are produced by the material in the folder, "table 2," and are clearly identified in the associated do.file

You will need the coefficient estimates, associated standard errors, and associated degrees of freedom to generate the robustness values in table 5, using the shinyapp: 

https://carloscinelli.shinyapps.io/robustness_value/

5) To reproduce figures 1-2, please see the README file in folder, "Figure 1." 

 